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Considering a large amount of lightning waveform information supplied by current real-time really low frequency/low frequency (VLF/LF) lightning waveform purchase gear, an automatic and precise lightning waveform category technique becomes vitally important. Because of the widespread application of deep learning in picture and speech recognition, it becomes possible to utilize deep learning how to classify lightning waveforms. In this research, 50,000 lightning wa